vaginal oestrogen for menopause
A single narrative source states that vaginal oestrogen appears safe for most patients with genitourinary symptoms.
Hypothesized mechanism
Mechanism not yet characterized in the substrate.
This is the model’s proposed mechanism from the sources on file, not a demonstrated causal pathway. How well the published record supports it is reflected in the rigor and plausibility dimensions of the score, and traced to the verbatim sources at the foot of the page.
How the score was reached, for this pair
The composite score is the sum of five dimensions, each scored 0 to 2 by the model from the evidence on file. Below is the sub-score this specific pair received on each, with what that dimension measures. It scored 2 of 10 overall, a exploratory reading, from a direct rated exploratory in strength.
The model’s overall reasoning for this pair is the summary at the top of the page, and the mechanism it proposed is in the section above.
Scored for women. Evidence generated in women (female population). (band F1, ×1.00).
Corroboration
Only a single source ('Managing menopause after cancer') supports the safety claim, and it appears to be a narrative/clinical overview rather than a synthesis of independent studies. A single source with a general assertion scores 0; there is no independent corroboration shown.
Rigor
The claim is a general safety assertion ('seems safe for most patients') with no described study design, sample size, or comparator. This reads as expert opinion/narrative rather than an RCT, meta-analysis, or even an observational study, warranting the lowest rigor score.
Specificity
Vaginal oestrogen is named directly and genitourinary symptoms are mentioned, but the condition framing is genitourinary symptoms after cancer rather than menopause per se. The link to menopause is implied but not directly named in the quote, so partial specificity.
Plausibility
The claim asserts safety but provides no mechanistic explanation (e.g., low systemic absorption) for why vaginal oestrogen is safe. With no mechanism stated, plausibility is asserted only, scoring 0.
Consistency
Only a single source is provided, so directional agreement across studies cannot be assessed. Per the n/a rule, a single source defaults to 1 without penalty.
Layers not covered for this pair
Not covered for this pair. This layer holds documented sex-specific pharmacokinetics for a limited set of drugs, and this compound is not among them yet. A blank here means the drug is not covered by the layer, not that no sex difference exists.
More on the sex-specific pharmacokinetics layer and its sources →Not covered for this pair. The cycle-phase layer is seeded for the strongest-evidence cases so far (PMDD), and this pair is not among them yet. A blank here means the pair is not covered by the layer, not that the effect was found to be phase-independent.
More on the cycle-phase layer and its sources →Source evidence · what the pipeline ingested
These are the sources the pipeline ingested to detect and score this signal, the published literature the model actually read, each tagged by study type. Where the model combined findings the claim is marked as a synthesis (S), and where the literature disagrees the contradiction is shown (!).
Every source below belongs to this signal’s evidence arm, Direct research. Whel reads each drug-condition pair through four such arms, each held to its own inclusion bar; a signal is surfaced through one of them.
- 1Vaginal oestrogen seems safe for most patients with genitourinary symptoms PubMed · PMID 38458217 ↗
These are the verbatim sources the pipeline surfaced and read; they may not be the full published record for a pair, and the score reflects the strength and agreement of the evidence rather than its volume. The strength of these source types is what the rigor dimension of the score reads off. MATRIX, sex-specific pharmacokinetics, and cycle phase are separate layers the pipeline does not ingest, external cross-references reported beside the score, and they link to their own sources in their sections above.
The primary sources and pipelines this evidence is drawn from →